gammaticatech

Python Advanced

Learning Format

Live Online / Classroom

Total training duration

120 hrs

Syllabus

12 weeks

Certification

Yes

Python Advanced

Advanced Python focuses on complex concepts and techniques used by experienced developers to build efficient and scalable applications. It includes topics like decorators, generators, multithreading, multiprocessing, and asynchronous programming for better performance. Developers also explore advanced data structures, memory management, and design patterns. Integration with databases, APIs, and frameworks like Django or Flask enhances real-world project capabilities.

Syllabus Summary

  • Iterators & Generators (Revisited)

  • Assignment: Custom Generator for Logs

  • Functional Programming: map, filter, reduce

  • Closures & Higher-Order Functions

  • Assignment: Text Analyzer

  • Operator Overloading

  • Metaclasses & Dynamic Class Creation

  • Assignment: Matrix Class Implementation

  • Multithreading Basics

  • Thread Synchronization & Locks

  • Assignment: Multithreaded File Downloader

  • Mock Interview 1

  • Multiprocessing Basics

  • Shared Memory & Inter-process Communication

  • Assignment: Parallel Image Processor

  • Async/Await Basics

  • Asyncio for Concurrency

  • Assignment: Async Web Scraper

  • Network Programming Basics

  • TCP vs UDP Socket Programming

  • Assignment: Chat Server

  • Packaging & Distribution

  • setup.py and Python Package Index (PyPI)

  • Assignment: Publish Python Library

  • Mock Interview 2

  • Advanced Logging Techniques

  • Code Profiling & Performance Monitoring

  • Assignment: Log Analyzer

  • Memory Management in Python

  • Optimization Techniques & Garbage Collection

  • Assignment: Optimize Dataset Processing

  • Design Patterns in Python:

    • Singleton

    • Factory

    • Observer

  • Assignment: Observer Pattern System

  • Mini Projects Integration:

    • Async Scraper

    • Chat Server

  • Mock Interview 3

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Course Summary

Eligibility

Tech & Non-Tech Working professional, Freshers, Graduate from any domain.

Live Doubt Solving

Get your queries solved with daily dedicated doubts solving sessions.

Instructor

Experts and trainer for top-tech companies.

Certification

10+ ISO Globally recognized certified

Mode of Learning

100% Live Learning with experienced instructors and hands-on sessions.

Real time projects

Get practical experience with real-world projects for a career in analytics.

Certification

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